Ivo M. Baltruschat

Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting

Nils Gessert, Thilo Sentker, Frederic Madesta et al. · IEEE Transactions on Biomedical Engineering · 2019 · 167 citations · Full text

Smart chest X-ray worklist prioritization using artificial intelligence: a clinical workflow simulation

Ivo M. Baltruschat, Leonhard Steinmeister, Hannes Nickisch et al. · PUBLISSO (German National Library of Medicine) · 2020 · 73 citations · Full text

Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting

Nils Gessert, Thilo Sentker, Frederic Madesta et al. · arXiv (Cornell University) · 2018 · 65 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +25

Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification

Ivo M. Baltruschat, Hannes Nickisch, Tobias Knopp et al. · Scientific Reports · 2019 · 40 citations · Full text

Similarity and quality metrics for MR image-to-image translation

Melanie Dohmen, Mark Klemens, Ivo M. Baltruschat et al. · Scientific Reports · 2025 · 22 citations · Full text